Emily Denton

From Human to Data to Dataset: Mapping the Traceability of Human Subjects in Computer Vision Datasets

Computer vision is a "data hungry" field. Researchers and practitioners who work on human-centric computer vision, like facial recognition, emphasize the necessity of vast amounts of data for more robust and accurate models. Humans are seen as a data resource which can be converted into datasets. The necessity of data…